Securing Your Relationship: Quality of Intimate Relationships During the COVID-19 Pandemic Can Be Predicted by Attachment Style.

COVID-19 attachment style intimate relationships machine learning pair bond relationship quality

Journal

Frontiers in psychology
ISSN: 1664-1078
Titre abrégé: Front Psychol
Pays: Switzerland
ID NLM: 101550902

Informations de publication

Date de publication:
2021
Historique:
received: 30 12 2020
accepted: 28 06 2021
entrez: 9 8 2021
pubmed: 10 8 2021
medline: 10 8 2021
Statut: epublish

Résumé

The COVID-19 pandemic along with the restrictions that were introduced within Europe starting in spring 2020 allows for the identification of predictors for relationship quality during unstable and stressful times. The present study began as strict measures were enforced in response to the rising spread of the COVID-19 virus within Austria, Poland, Spain and Czech Republic. Here, we investigated quality of romantic relationships among 313 participants as movement restrictions were implemented and subsequently phased out cross-nationally. Participants completed self-report questionnaires over a period of 7 weeks, where we predicted relationship quality and change in relationship quality using machine learning models that included a variety of potential predictors related to psychological, demographic and environmental variables. On average, our machine learning models predicted 29% (linear models) and 22% (non-linear models) of the variance with regard to relationship quality. Here, the most important predictors consisted of attachment style (anxious attachment being more influential than avoidant), age, and number of conflicts within the relationship. Interestingly, environmental factors such as the local severity of the pandemic did not exert a measurable influence with respect to predicting relationship quality. As opposed to overall relationship quality, the change in relationship quality during lockdown restrictions could not be predicted accurately by our machine learning models when utilizing our selected features. In conclusion, we demonstrate cross-culturally that attachment security is a major predictor of relationship quality during COVID-19 lockdown restrictions, whereas fear, pathogenic threat, sexual behavior, and the severity of governmental regulations did not significantly influence the accuracy of prediction.

Identifiants

pubmed: 34366966
doi: 10.3389/fpsyg.2021.647956
pmc: PMC8334360
doi:

Types de publication

Journal Article

Langues

eng

Pagination

647956

Informations de copyright

Copyright © 2021 Eder, Nicholson, Stefanczyk, Pieniak, Martínez-Molina, Pešout, Binter, Smela, Scharnowski and Steyrl.

Déclaration de conflit d'intérêts

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

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Auteurs

Stephanie J Eder (SJ)

Department of Cognition, Emotion, and Methods in Psychology, University of Vienna, Vienna, Austria.

Andrew A Nicholson (AA)

Department of Cognition, Emotion, and Methods in Psychology, University of Vienna, Vienna, Austria.

Michal M Stefanczyk (MM)

Institute of Psychology, University of Wrocław, Wrocław, Poland.

Michał Pieniak (M)

Institute of Psychology, University of Wrocław, Wrocław, Poland.

Judit Martínez-Molina (J)

Faculty of Psychology, University of Barcelona, Barcelona, Spain.

Ondra Pešout (O)

Department of Psychology, Jan Evangelista Purkyně University in Ústí nad Labem, Ústí nad Labem, Czechia.

Jakub Binter (J)

Faculty of Science, Charles University, Prague, Czechia.

Patrick Smela (P)

Department of Cognition, Emotion, and Methods in Psychology, University of Vienna, Vienna, Austria.

Frank Scharnowski (F)

Department of Cognition, Emotion, and Methods in Psychology, University of Vienna, Vienna, Austria.
Department of Psychiatry, Psychotherapy and Psychosomatics, Psychiatric Hospital, University of Zurich, Zurich, Switzerland.
Neuroscience Center Zürich, University of Zürich and Swiss Federal Institute of Technology, Zurich,, Switzerland.
Zürich Center for Integrative Human Physiology (ZIHP), University of Zürich, Zurich, Switzerland.

David Steyrl (D)

Department of Cognition, Emotion, and Methods in Psychology, University of Vienna, Vienna, Austria.
Department of Psychiatry, Psychotherapy and Psychosomatics, Psychiatric Hospital, University of Zurich, Zurich, Switzerland.

Classifications MeSH